This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses are updated as evidence accumulates. You will learn to use Bayes’ rule to transform prior probabilities into posterior probabilities, and be introduced to the underlying theory and perspective of the Bayesian paradigm. The course will apply Bayesian methods to several practical problems, to show end-to-end Bayesian analyses that move from framing the question to building models to eliciting prior probabilities to implementing in R (free statistical software) the final posterior distribution. Additionally, the course will introduce credible regions, Bayesian comparisons of means and proportions, Bayesian regression and inference using multiple models, and discussion of Bayesian prediction.
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Estatística Bayesiana
Universidade DukeInformações sobre o curso
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Experimente o Coursera for BusinessHabilidades que você terá
- Bayesian Statistics
- Bayesian Linear Regression
- Bayesian Inference
- R Programming
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oferecido por
Programa - O que você aprenderá com este curso
About the Specialization and the Course
The Basics of Bayesian Statistics
Bayesian Inference
Decision Making
Bayesian Regression
Avaliações
- 5 stars45,09%
- 4 stars20,63%
- 3 stars14,52%
- 2 stars9,17%
- 1 star10,57%
Principais avaliações do ESTATÍSTICA BAYESIANA
The course has seen a lot of improvement with new study materials and videos. I'd say that this is now much better than what the course was previously.
I wanted to tools for Bayesian Statistics to be as functional as the other tools available. No problem with the class. I think the material will get there for R.
The course is compact that I've learnt a lot of new concepts in a week of coursework. A good sampler of topics related to Bayesian Statistics.
Week 3 was too much information too soon, but week 4 was great again like the other courses in this specialisation. Learned so much, thanks!
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